Comments (4)
@aidos2 were you able to address your issue? Can you share what GPU you're working with? it sounds like potentially the GPU memory has been exceeded with this particular model.
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@aidos2 Checking in with you again if you were able to address this issue with th particular model. If not, let us know what GPU you're working with and whether reducing the batch size is sufficient to address the problem.
from deep-learning-frameworks.
Hello. I have checked my GPU memory is 6 GB
from deep-learning-frameworks.
Also. I have a question. What kind of model is the best and efficiently delineate agricultural croplands for large regions. I have read several articles about it and I realized there several techniques such as Vanilla Unit with Resnet backbone and edge detection methods with canny edge detection can do this task. Here in the ArcgisPro environment, I used the MaskRCNN model. Hence, my output model is not accurately define crop boundary.
My goal is to implement this workflow.
- Load Sentinel 2 Mosaic images for the whole region
- Load Training data as shapefile
- Export training data into Deep Learning
- Train Deep Learning models such as UNET, MaskRSNN, BDCN edge detection model
- Predict the model for the entire raster
- Extract Cropland boundary
- Post Processing the vector data such as Generalize( snake or Chaiken)
- Compare with Reference Parcel Data and determine differences.
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Related Issues (20)
- ArcGIS Pro 3.0.1 RTX 3060 TI Detect Objects (deep learning error) HOT 2
- UC sessions no longer available HOT 1
- Disconnected deployment of the backbones not found HOT 3
- Deep Learning Package Installer Fails with ArcGIS Pro 3.0.3 HOT 12
- Once installing with 3.0.3 Arcpro can't create a clone environment anymore HOT 5
- Which license do I need to activate the deep learning toolbox? HOT 3
- Tree detection is off. Parameter problem? Spatial resolution problem? HOT 1
- Error 002667 encountered while performing deep learning detection of targets on arcgispro version 3.0.2 with a 3060 graphics card HOT 5
- NameError: name '_get_emd_path' is not defined HOT 5
- ArcGIS Pro 3.1.0- InvalidArchiveError("Error with archive... [WinError 206] The filename or extension is too long:... HOT 3
- Unable to see all packages in ArcGIS Pro interface after installation of Deep Learning Framework HOT 3
- ArcGIS Pro 3.1 crashes when using Detect Objects Using Deep Learning tool HOT 2
- ArcGIS Pro 3.0.2 RTX A4000 -Classify Pixels using deep learning error HOT 2
- Error got when trying clone the arcgispro-py3 HOT 3
- ArcGIS Pro 3.1 toolbox arcpy.ia.DetectObjectsUsingDeepLearning() Bug Error HOT 1
- pyspark 3.2.1 vulnerable for log4j HOT 3
- ArcGIS Pro 3.2 Deep Learning Not recognized in package HOT 2
- Unable to Access Offline Installers for Disconnected Environment HOT 1
- Unable to run the Detect Objects Using Deep Learning tool in ArcGIS Pro 3.2 HOT 2
- How to extract features map from Faster-RCNN pretrained model?
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